Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 10 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.6 KiB |
| Average record size in memory | 160.0 B |
Variable types
| TimeSeries | 10 |
|---|---|
| Categorical | 3 |
| Numeric | 6 |
Timeseries statistics
| Number of series | 10 |
|---|---|
| Time series length | 10 |
| Starting point | 1746685620000 |
| Ending point | 1746686160000 |
| Period | 60000 |
high has constant value "98830.3" | Constant |
close is highly overall correlated with sma_14 and 1 other fields | High correlation |
low is highly overall correlated with macdhist_7 and 4 other fields | High correlation |
macd_7 is highly overall correlated with macdhist_7 and 6 other fields | High correlation |
macdhist_7 is highly overall correlated with low and 6 other fields | High correlation |
macdsignal_7 is highly overall correlated with low and 5 other fields | High correlation |
obv_7 is highly overall correlated with macd_7 and 6 other fields | High correlation |
rsi_14 is highly overall correlated with rsi_21 and 3 other fields | High correlation |
rsi_21 is highly overall correlated with rsi_14 and 5 other fields | High correlation |
rsi_60 is highly overall correlated with rsi_21 and 4 other fields | High correlation |
rsi_7 is highly overall correlated with low and 7 other fields | High correlation |
sma_14 is highly overall correlated with close and 8 other fields | High correlation |
sma_21 is highly overall correlated with macd_7 and 6 other fields | High correlation |
sma_60 is highly overall correlated with rsi_14 and 6 other fields | High correlation |
sma_7 is highly overall correlated with macd_7 and 2 other fields | High correlation |
target is highly overall correlated with macd_7 and 4 other fields | High correlation |
volume is highly overall correlated with macd_7 and 6 other fields | High correlation |
window_start_ms is highly overall correlated with close and 8 other fields | High correlation |
low is highly imbalanced (53.1%) | Imbalance |
window_start_ms is non stationary | Non stationary |
target is non stationary | Non stationary |
sma_7 is non stationary | Non stationary |
sma_14 is non stationary | Non stationary |
sma_21 is non stationary | Non stationary |
rsi_21 is non stationary | Non stationary |
window_start_ms is uniformly distributed | Uniform |
close is uniformly distributed | Uniform |
sma_14 is uniformly distributed | Uniform |
window_start_ms has unique values | Unique |
volume has unique values | Unique |
sma_14 has unique values | Unique |
sma_21 has unique values | Unique |
sma_60 has unique values | Unique |
rsi_14 has unique values | Unique |
macd_7 has unique values | Unique |
macdsignal_7 has unique values | Unique |
macdhist_7 has unique values | Unique |
obv_7 has unique values | Unique |
Reproduction
| Analysis started | 2025-05-18 06:26:33.379455 |
|---|---|
| Analysis finished | 2025-05-18 06:26:38.822576 |
| Duration | 5.44 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7466859 × 1012 |
|---|---|
| Minimum | 1.7466856 × 1012 |
| Maximum | 1.7466862 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 1.7466856 × 1012 |
|---|---|
| 5-th percentile | 1.7466856 × 1012 |
| Q1 | 1.7466858 × 1012 |
| median | 1.7466859 × 1012 |
| Q3 | 1.746686 × 1012 |
| 95-th percentile | 1.7466861 × 1012 |
| Maximum | 1.7466862 × 1012 |
| Range | 540000 |
| Interquartile range (IQR) | 270000 |
Descriptive statistics
| Standard deviation | 181659.02 |
|---|---|
| Coefficient of variation (CV) | 1.0400211 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7466859 × 1012 |
| Median Absolute Deviation (MAD) | 150000 |
| Skewness | 0 |
| Sum | 1.7466859 × 1013 |
| Variance | 3.3 × 1010 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585320756 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.74668562 × 1012 | 1 | |
| 1.74668568 × 1012 | 1 | |
| 1.74668574 × 1012 | 1 | |
| 1.7466858 × 1012 | 1 | |
| 1.74668586 × 1012 | 1 | |
| 1.74668592 × 1012 | 1 | |
| 1.74668598 × 1012 | 1 | |
| 1.74668604 × 1012 | 1 | |
| 1.7466861 × 1012 | 1 | |
| 1.74668616 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.74668562 × 1012 | 1 | |
| 1.74668568 × 1012 | 1 | |
| 1.74668574 × 1012 | 1 | |
| 1.7466858 × 1012 | 1 | |
| 1.74668586 × 1012 | 1 | |
| 1.74668592 × 1012 | 1 | |
| 1.74668598 × 1012 | 1 | |
| 1.74668604 × 1012 | 1 | |
| 1.7466861 × 1012 | 1 | |
| 1.74668616 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.74668616 × 1012 | 1 | |
| 1.7466861 × 1012 | 1 | |
| 1.74668604 × 1012 | 1 | |
| 1.74668598 × 1012 | 1 | |
| 1.74668592 × 1012 | 1 | |
| 1.74668586 × 1012 | 1 | |
| 1.7466858 × 1012 | 1 | |
| 1.74668574 × 1012 | 1 | |
| 1.74668568 × 1012 | 1 | |
| 1.74668562 × 1012 | 1 |
ACF and PACF
open
Numeric time series
| Distinct | 2 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98830.27 |
|---|---|
| Minimum | 98830.2 |
| Maximum | 98830.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 98830.2 |
|---|---|
| 5-th percentile | 98830.2 |
| Q1 | 98830.225 |
| median | 98830.3 |
| Q3 | 98830.3 |
| 95-th percentile | 98830.3 |
| Maximum | 98830.3 |
| Range | 0.1 |
| Interquartile range (IQR) | 0.075 |
Descriptive statistics
| Standard deviation | 0.048304589 |
|---|---|
| Coefficient of variation (CV) | 4.887631 × 10-7 |
| Kurtosis | -1.2244898 |
| Mean | 98830.27 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.0350983 |
| Sum | 988302.7 |
| Variance | 0.0023333333 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.0003766100556 |
Histogram with fixed size bins (bins=2)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 98830.3 | 7 | |
| 98830.2 | 3 |
| Value | Count | Frequency (%) |
| 98830.2 | 3 | |
| 98830.3 | 7 |
| Value | Count | Frequency (%) |
| 98830.3 | 7 | |
| 98830.2 | 3 |
ACF and PACF
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 98830.3 |
|---|---|
| 2nd row | 98830.3 |
| 3rd row | 98830.3 |
| 4th row | 98830.3 |
| 5th row | 98830.3 |
Common Values
| Value | Count | Frequency (%) |
| 98830.3 | 10 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 98830.3 | 10 |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 3 | 20 | |
| 9 | 10 | |
| 0 | 10 | |
| . | 10 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 3 | 20 | |
| 9 | 10 | |
| 0 | 10 | |
| . | 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 3 | 20 | |
| 9 | 10 | |
| 0 | 10 | |
| . | 10 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 3 | 20 | |
| 9 | 10 | |
| 0 | 10 | |
| . | 10 |
low
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 160.0 B |
| 98830.2 | |
|---|---|
| 98830.3 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 10.0% |
Sample
| 1st row | 98830.2 |
|---|---|
| 2nd row | 98830.2 |
| 3rd row | 98830.2 |
| 4th row | 98830.2 |
| 5th row | 98830.2 |
Common Values
| Value | Count | Frequency (%) |
| 98830.2 | 9 | |
| 98830.3 | 1 | 10.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 98830.2 | 9 | |
| 98830.3 | 1 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 3 | 11 | |
| 9 | 10 | |
| 0 | 10 | |
| . | 10 | |
| 2 | 9 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 3 | 11 | |
| 9 | 10 | |
| 0 | 10 | |
| . | 10 | |
| 2 | 9 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 3 | 11 | |
| 9 | 10 | |
| 0 | 10 | |
| . | 10 | |
| 2 | 9 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 3 | 11 | |
| 9 | 10 | |
| 0 | 10 | |
| . | 10 | |
| 2 | 9 |
close
Categorical
High correlation Uniform
| Distinct | 2 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 160.0 B |
| 98830.3 | |
|---|---|
| 98830.2 |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 98830.3 |
|---|---|
| 2nd row | 98830.2 |
| 3rd row | 98830.2 |
| 4th row | 98830.2 |
| 5th row | 98830.3 |
Common Values
| Value | Count | Frequency (%) |
| 98830.3 | 5 | |
| 98830.2 | 5 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 98830.3 | 5 | |
| 98830.2 | 5 |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 3 | 15 | |
| 9 | 10 | |
| 0 | 10 | |
| . | 10 | |
| 2 | 5 | 7.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 3 | 15 | |
| 9 | 10 | |
| 0 | 10 | |
| . | 10 | |
| 2 | 5 | 7.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 3 | 15 | |
| 9 | 10 | |
| 0 | 10 | |
| . | 10 | |
| 2 | 5 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 70 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 8 | 20 | |
| 3 | 15 | |
| 9 | 10 | |
| 0 | 10 | |
| . | 10 | |
| 2 | 5 | 7.1% |
target
Numeric time series
High correlation Non stationary
| Distinct | 5 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98837.87 |
|---|---|
| Minimum | 98830.2 |
| Maximum | 98850 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 98830.2 |
|---|---|
| 5-th percentile | 98830.2 |
| Q1 | 98830.225 |
| median | 98830.3 |
| Q3 | 98849.25 |
| 95-th percentile | 98850 |
| Maximum | 98850 |
| Range | 19.8 |
| Interquartile range (IQR) | 19.025 |
Descriptive statistics
| Standard deviation | 9.8675732 |
|---|---|
| Coefficient of variation (CV) | 9.9835955 × 10-5 |
| Kurtosis | -2.2125217 |
| Mean | 98837.87 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 0.50508599 |
| Sum | 988378.7 |
| Variance | 97.369 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8932926698 |
Histogram with fixed size bins (bins=5)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 98830.3 | 3 | |
| 98830.2 | 3 | |
| 98850 | 2 | |
| 98847.3 | 1 | 10.0% |
| 98849.9 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 98830.2 | 3 | |
| 98830.3 | 3 | |
| 98847.3 | 1 | 10.0% |
| 98849.9 | 1 | 10.0% |
| 98850 | 2 |
| Value | Count | Frequency (%) |
| 98850 | 2 | |
| 98849.9 | 1 | 10.0% |
| 98847.3 | 1 | 10.0% |
| 98830.3 | 3 | |
| 98830.2 | 3 |
ACF and PACF
volume
Real number (ℝ)
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10331377 |
| Minimum | 0.01253976 |
|---|---|
| Maximum | 0.50743402 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.01253976 |
|---|---|
| 5-th percentile | 0.014117447 |
| Q1 | 0.020950915 |
| median | 0.030536955 |
| Q3 | 0.13005896 |
| 95-th percentile | 0.35457085 |
| Maximum | 0.50743402 |
| Range | 0.49489426 |
| Interquartile range (IQR) | 0.10910804 |
Descriptive statistics
| Standard deviation | 0.15273461 |
|---|---|
| Coefficient of variation (CV) | 1.4783567 |
| Kurtosis | 6.4757983 |
| Mean | 0.10331377 |
| Median Absolute Deviation (MAD) | 0.01624421 |
| Skewness | 2.4574753 |
| Sum | 1.0331377 |
| Variance | 0.02332786 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0.0204996 | 1 | |
| 0.01604573 | 1 | |
| 0.02588938 | 1 | |
| 0.03518453 | 1 | |
| 0.50743402 | 1 | |
| 0.16773809 | 1 | |
| 0.07813467 | 1 | |
| 0.14736705 | 1 | |
| 0.02230486 | 1 | |
| 0.01253976 | 1 |
| Value | Count | Frequency (%) |
| 0.01253976 | 1 | |
| 0.01604573 | 1 | |
| 0.0204996 | 1 | |
| 0.02230486 | 1 | |
| 0.02588938 | 1 | |
| 0.03518453 | 1 | |
| 0.07813467 | 1 | |
| 0.14736705 | 1 | |
| 0.16773809 | 1 | |
| 0.50743402 | 1 |
| Value | Count | Frequency (%) |
| 0.50743402 | 1 | |
| 0.16773809 | 1 | |
| 0.14736705 | 1 | |
| 0.07813467 | 1 | |
| 0.03518453 | 1 | |
| 0.02588938 | 1 | |
| 0.02230486 | 1 | |
| 0.0204996 | 1 | |
| 0.01604573 | 1 | |
| 0.01253976 | 1 |
sma_7
Numeric time series
High correlation Non stationary
| Distinct | 8 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98831.556 |
|---|---|
| Minimum | 98830.214 |
| Maximum | 98839.029 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 98830.214 |
|---|---|
| 5-th percentile | 98830.221 |
| Q1 | 98830.232 |
| median | 98830.243 |
| Q3 | 98830.254 |
| 95-th percentile | 98837.049 |
| Maximum | 98839.029 |
| Range | 8.8142857 |
| Interquartile range (IQR) | 0.021428571 |
Descriptive statistics
| Standard deviation | 2.9662688 |
|---|---|
| Coefficient of variation (CV) | 3.0013378 × 10-5 |
| Kurtosis | 4.7717854 |
| Mean | 98831.556 |
| Median Absolute Deviation (MAD) | 0.014285714 |
| Skewness | 2.2775939 |
| Sum | 988315.56 |
| Variance | 8.7987506 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9982218328 |
Histogram with fixed size bins (bins=8)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 98830.24286 | 3 | |
| 98839.02857 | 1 | 10.0% |
| 98834.62857 | 1 | 10.0% |
| 98830.22857 | 1 | 10.0% |
| 98830.21429 | 1 | 10.0% |
| 98830.22857 | 1 | 10.0% |
| 98830.24286 | 1 | 10.0% |
| 98830.25714 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 98830.21429 | 1 | 10.0% |
| 98830.22857 | 1 | 10.0% |
| 98830.22857 | 1 | 10.0% |
| 98830.24286 | 3 | |
| 98830.24286 | 1 | 10.0% |
| 98830.25714 | 1 | 10.0% |
| 98834.62857 | 1 | 10.0% |
| 98839.02857 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 98839.02857 | 1 | 10.0% |
| 98834.62857 | 1 | 10.0% |
| 98830.25714 | 1 | 10.0% |
| 98830.24286 | 1 | 10.0% |
| 98830.24286 | 3 | |
| 98830.22857 | 1 | 10.0% |
| 98830.22857 | 1 | 10.0% |
| 98830.21429 | 1 | 10.0% |
ACF and PACF
sma_14
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98839.303 |
|---|---|
| Minimum | 98830.243 |
| Maximum | 98848.543 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 98830.243 |
|---|---|
| 5-th percentile | 98831.23 |
| Q1 | 98835.182 |
| median | 98838.793 |
| Q3 | 98843.729 |
| 95-th percentile | 98847.582 |
| Maximum | 98848.543 |
| Range | 18.3 |
| Interquartile range (IQR) | 8.5464286 |
Descriptive statistics
| Standard deviation | 6.0406092 |
|---|---|
| Coefficient of variation (CV) | 6.1115457 × 10-5 |
| Kurtosis | -1.0625346 |
| Mean | 98839.303 |
| Median Absolute Deviation (MAD) | 4.8214286 |
| Skewness | 0.065309636 |
| Sum | 988393.03 |
| Variance | 36.488959 |
| Monotonicity | Strictly decreasing |
| Augmented Dickey-Fuller test p-value | 0.4037936091 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 98848.54286 | 1 | |
| 98846.40714 | 1 | |
| 98844.27857 | 1 | |
| 98842.07857 | 1 | |
| 98839.88571 | 1 | |
| 98837.7 | 1 | |
| 98836.82143 | 1 | |
| 98834.63571 | 1 | |
| 98832.43571 | 1 | |
| 98830.24286 | 1 |
| Value | Count | Frequency (%) |
| 98830.24286 | 1 | |
| 98832.43571 | 1 | |
| 98834.63571 | 1 | |
| 98836.82143 | 1 | |
| 98837.7 | 1 | |
| 98839.88571 | 1 | |
| 98842.07857 | 1 | |
| 98844.27857 | 1 | |
| 98846.40714 | 1 | |
| 98848.54286 | 1 |
| Value | Count | Frequency (%) |
| 98848.54286 | 1 | |
| 98846.40714 | 1 | |
| 98844.27857 | 1 | |
| 98842.07857 | 1 | |
| 98839.88571 | 1 | |
| 98837.7 | 1 | |
| 98836.82143 | 1 | |
| 98834.63571 | 1 | |
| 98832.43571 | 1 | |
| 98830.24286 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98841.456 |
|---|---|
| Minimum | 98837.719 |
| Maximum | 98844.79 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 98837.719 |
|---|---|
| 5-th percentile | 98838.366 |
| Q1 | 98839.852 |
| median | 98841.505 |
| Q3 | 98843.154 |
| 95-th percentile | 98844.368 |
| Maximum | 98844.79 |
| Range | 7.0714286 |
| Interquartile range (IQR) | 3.3011905 |
Descriptive statistics
| Standard deviation | 2.2477545 |
|---|---|
| Coefficient of variation (CV) | 2.2741009 × 10-5 |
| Kurtosis | -0.86009497 |
| Mean | 98841.456 |
| Median Absolute Deviation (MAD) | 1.8928571 |
| Skewness | -0.14965113 |
| Sum | 988414.56 |
| Variance | 5.0524001 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.4105873795 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 98837.71905 | 1 | |
| 98839.15714 | 1 | |
| 98840.59524 | 1 | |
| 98841.99048 | 1 | |
| 98843.39048 | 1 | |
| 98844.79048 | 1 | |
| 98843.85238 | 1 | |
| 98842.44286 | 1 | |
| 98841.01905 | 1 | |
| 98839.60476 | 1 |
| Value | Count | Frequency (%) |
| 98837.71905 | 1 | |
| 98839.15714 | 1 | |
| 98839.60476 | 1 | |
| 98840.59524 | 1 | |
| 98841.01905 | 1 | |
| 98841.99048 | 1 | |
| 98842.44286 | 1 | |
| 98843.39048 | 1 | |
| 98843.85238 | 1 | |
| 98844.79048 | 1 |
| Value | Count | Frequency (%) |
| 98844.79048 | 1 | |
| 98843.85238 | 1 | |
| 98843.39048 | 1 | |
| 98842.44286 | 1 | |
| 98841.99048 | 1 | |
| 98841.01905 | 1 | |
| 98840.59524 | 1 | |
| 98839.60476 | 1 | |
| 98839.15714 | 1 | |
| 98837.71905 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98831.654 |
|---|---|
| Minimum | 98829.382 |
| Maximum | 98833.778 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 98829.382 |
|---|---|
| 5-th percentile | 98829.612 |
| Q1 | 98830.535 |
| median | 98831.686 |
| Q3 | 98832.807 |
| 95-th percentile | 98833.62 |
| Maximum | 98833.778 |
| Range | 4.3966667 |
| Interquartile range (IQR) | 2.2729167 |
Descriptive statistics
| Standard deviation | 1.5052114 |
|---|---|
| Coefficient of variation (CV) | 1.5230053 × 10-5 |
| Kurtosis | -1.2663767 |
| Mean | 98831.654 |
| Median Absolute Deviation (MAD) | 1.2625 |
| Skewness | -0.07406875 |
| Sum | 988316.54 |
| Variance | 2.2656612 |
| Monotonicity | Strictly decreasing |
| Augmented Dickey-Fuller test p-value | 0.000517397163 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 98833.77833 | 1 | |
| 98833.42667 | 1 | |
| 98832.93167 | 1 | |
| 98832.435 | 1 | |
| 98831.94167 | 1 | |
| 98831.43 | 1 | |
| 98830.91833 | 1 | |
| 98830.40667 | 1 | |
| 98829.89333 | 1 | |
| 98829.38167 | 1 |
| Value | Count | Frequency (%) |
| 98829.38167 | 1 | |
| 98829.89333 | 1 | |
| 98830.40667 | 1 | |
| 98830.91833 | 1 | |
| 98831.43 | 1 | |
| 98831.94167 | 1 | |
| 98832.435 | 1 | |
| 98832.93167 | 1 | |
| 98833.42667 | 1 | |
| 98833.77833 | 1 |
| Value | Count | Frequency (%) |
| 98833.77833 | 1 | |
| 98833.42667 | 1 | |
| 98832.93167 | 1 | |
| 98832.435 | 1 | |
| 98831.94167 | 1 | |
| 98831.43 | 1 | |
| 98830.91833 | 1 | |
| 98830.40667 | 1 | |
| 98829.89333 | 1 | |
| 98829.38167 | 1 |
ACF and PACF
rsi_7
Numeric time series
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.795699 |
|---|---|
| Minimum | 0.32258065 |
| Maximum | 66.666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.32258065 |
|---|---|
| 5-th percentile | 0.32258065 |
| Q1 | 8.8172043 |
| median | 50 |
| Q3 | 57.5 |
| 95-th percentile | 66.666667 |
| Maximum | 66.666667 |
| Range | 66.344086 |
| Interquartile range (IQR) | 48.682796 |
Descriptive statistics
| Standard deviation | 27.518632 |
|---|---|
| Coefficient of variation (CV) | 0.72808897 |
| Kurtosis | -1.4665402 |
| Mean | 37.795699 |
| Median Absolute Deviation (MAD) | 16.666667 |
| Skewness | -0.61365609 |
| Sum | 377.95699 |
| Variance | 757.27509 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.003896642068 |
Histogram with fixed size bins (bins=6)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 50 | 3 | |
| 0.3225806452 | 2 | |
| 66.66666667 | 2 | |
| 0.6451612904 | 1 | 10.0% |
| 33.33333333 | 1 | 10.0% |
| 60 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 0.3225806452 | 2 | |
| 0.6451612904 | 1 | 10.0% |
| 33.33333333 | 1 | 10.0% |
| 50 | 3 | |
| 60 | 1 | 10.0% |
| 66.66666667 | 2 |
| Value | Count | Frequency (%) |
| 66.66666667 | 2 | |
| 60 | 1 | 10.0% |
| 50 | 3 | |
| 33.33333333 | 1 | 10.0% |
| 0.6451612904 | 1 | 10.0% |
| 0.3225806452 | 2 |
ACF and PACF
rsi_14
Real number (ℝ)
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.882066 |
| Minimum | 0.95541401 |
|---|---|
| Maximum | 37.625755 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.95541401 |
|---|---|
| 5-th percentile | 1.0969063 |
| Q1 | 7.7936493 |
| median | 27.479809 |
| Q3 | 28.39552 |
| 95-th percentile | 33.569888 |
| Maximum | 37.625755 |
| Range | 36.670341 |
| Interquartile range (IQR) | 20.601871 |
Descriptive statistics
| Standard deviation | 13.935707 |
|---|---|
| Coefficient of variation (CV) | 0.66735288 |
| Kurtosis | -1.1710182 |
| Mean | 20.882066 |
| Median Absolute Deviation (MAD) | 1.0294478 |
| Skewness | -0.82873325 |
| Sum | 208.82066 |
| Variance | 194.20392 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 28.61271676 | 1 | |
| 28.36468886 | 1 | |
| 28.4057971 | 1 | |
| 27.35294118 | 1 | |
| 27.45961821 | 1 | |
| 27.5 | 1 | |
| 37.62575453 | 1 | |
| 1.27388535 | 1 | |
| 0.9554140128 | 1 | |
| 1.26984127 | 1 |
| Value | Count | Frequency (%) |
| 0.9554140128 | 1 | |
| 1.26984127 | 1 | |
| 1.27388535 | 1 | |
| 27.35294118 | 1 | |
| 27.45961821 | 1 | |
| 27.5 | 1 | |
| 28.36468886 | 1 | |
| 28.4057971 | 1 | |
| 28.61271676 | 1 | |
| 37.62575453 | 1 |
| Value | Count | Frequency (%) |
| 37.62575453 | 1 | |
| 28.61271676 | 1 | |
| 28.4057971 | 1 | |
| 28.36468886 | 1 | |
| 27.5 | 1 | |
| 27.45961821 | 1 | |
| 27.35294118 | 1 | |
| 1.27388535 | 1 | |
| 1.26984127 | 1 | |
| 0.9554140128 | 1 |
rsi_21
Numeric time series
High correlation Non stationary
| Distinct | 8 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.945104 |
|---|---|
| Minimum | 28.489209 |
| Maximum | 68.292683 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 28.489209 |
|---|---|
| 5-th percentile | 28.553957 |
| Q1 | 30.95424 |
| median | 61.433574 |
| Q3 | 61.627629 |
| 95-th percentile | 65.320264 |
| Maximum | 68.292683 |
| Range | 39.803474 |
| Interquartile range (IQR) | 30.67339 |
Descriptive statistics
| Standard deviation | 16.750606 |
|---|---|
| Coefficient of variation (CV) | 0.33538034 |
| Kurtosis | -1.9899566 |
| Mean | 49.945104 |
| Median Absolute Deviation (MAD) | 3.5564205 |
| Skewness | -0.50253975 |
| Sum | 499.45104 |
| Variance | 280.5828 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8903577838 |
Histogram with fixed size bins (bins=8)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 61.6873065 | 2 | |
| 61.44859813 | 2 | |
| 68.29268293 | 1 | |
| 61.41855027 | 1 | |
| 37.61006289 | 1 | |
| 28.73563218 | 1 | |
| 28.48920863 | 1 | |
| 28.63309353 | 1 |
| Value | Count | Frequency (%) |
| 28.48920863 | 1 | |
| 28.63309353 | 1 | |
| 28.73563218 | 1 | |
| 37.61006289 | 1 | |
| 61.41855027 | 1 | |
| 61.44859813 | 2 | |
| 61.6873065 | 2 | |
| 68.29268293 | 1 |
| Value | Count | Frequency (%) |
| 68.29268293 | 1 | |
| 61.6873065 | 2 | |
| 61.44859813 | 2 | |
| 61.41855027 | 1 | |
| 37.61006289 | 1 | |
| 28.73563218 | 1 | |
| 28.63309353 | 1 | |
| 28.48920863 | 1 |
ACF and PACF
rsi_60
Numeric time series
High correlation
| Distinct | 8 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.56075 |
|---|---|
| Minimum | 44.726027 |
| Maximum | 50.61237 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 44.726027 |
|---|---|
| 5-th percentile | 44.732922 |
| Q1 | 44.74135 |
| median | 44.829813 |
| Q3 | 44.944972 |
| 95-th percentile | 48.76322 |
| Maximum | 50.61237 |
| Range | 5.8863425 |
| Interquartile range (IQR) | 0.20362177 |
Descriptive statistics
| Standard deviation | 1.8549899 |
|---|---|
| Coefficient of variation (CV) | 0.040714649 |
| Kurtosis | 7.7297443 |
| Mean | 45.56075 |
| Median Absolute Deviation (MAD) | 0.096060014 |
| Skewness | 2.7466178 |
| Sum | 455.6075 |
| Variance | 3.4409876 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.0004738413895 |
Histogram with fixed size bins (bins=8)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 44.74134978 | 3 | |
| 50.61236987 | 1 | 10.0% |
| 46.50314882 | 1 | 10.0% |
| 44.93346981 | 1 | 10.0% |
| 44.91467577 | 1 | 10.0% |
| 44.94880546 | 1 | 10.0% |
| 44.7260274 | 1 | 10.0% |
| 44.74495036 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 44.7260274 | 1 | 10.0% |
| 44.74134978 | 3 | |
| 44.74495036 | 1 | 10.0% |
| 44.91467577 | 1 | 10.0% |
| 44.93346981 | 1 | 10.0% |
| 44.94880546 | 1 | 10.0% |
| 46.50314882 | 1 | 10.0% |
| 50.61236987 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 50.61236987 | 1 | 10.0% |
| 46.50314882 | 1 | 10.0% |
| 44.94880546 | 1 | 10.0% |
| 44.93346981 | 1 | 10.0% |
| 44.91467577 | 1 | 10.0% |
| 44.74495036 | 1 | 10.0% |
| 44.74134978 | 3 | |
| 44.7260274 | 1 | 10.0% |
ACF and PACF
macd_7
Real number (ℝ)
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.92892436 |
| Minimum | -1.3488453 |
|---|---|
| Maximum | -0.41492144 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 10 |
| Negative (%) | 100.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -1.3488453 |
|---|---|
| 5-th percentile | -1.3298209 |
| Q1 | -1.1589006 |
| median | -0.93727242 |
| Q3 | -0.70789458 |
| 95-th percentile | -0.48288891 |
| Maximum | -0.41492144 |
| Range | 0.93392391 |
| Interquartile range (IQR) | 0.45100607 |
Descriptive statistics
| Standard deviation | 0.31547262 |
|---|---|
| Coefficient of variation (CV) | -0.33961066 |
| Kurtosis | -1.0809004 |
| Mean | -0.92892436 |
| Median Absolute Deviation (MAD) | 0.24629381 |
| Skewness | 0.22955318 |
| Sum | -9.2892436 |
| Variance | 0.099522974 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| -0.4149214436 | 1 | |
| -0.8976441955 | 1 | |
| -1.130137665 | 1 | |
| -1.306568813 | 1 | |
| -1.348845349 | 1 | |
| -1.168488311 | 1 | |
| -0.9769006475 | 1 | |
| -0.8038762706 | 1 | |
| -0.6759006822 | 1 | |
| -0.5659602644 | 1 |
| Value | Count | Frequency (%) |
| -1.348845349 | 1 | |
| -1.306568813 | 1 | |
| -1.168488311 | 1 | |
| -1.130137665 | 1 | |
| -0.9769006475 | 1 | |
| -0.8976441955 | 1 | |
| -0.8038762706 | 1 | |
| -0.6759006822 | 1 | |
| -0.5659602644 | 1 | |
| -0.4149214436 | 1 |
| Value | Count | Frequency (%) |
| -0.4149214436 | 1 | |
| -0.5659602644 | 1 | |
| -0.6759006822 | 1 | |
| -0.8038762706 | 1 | |
| -0.8976441955 | 1 | |
| -0.9769006475 | 1 | |
| -1.130137665 | 1 | |
| -1.168488311 | 1 | |
| -1.306568813 | 1 | |
| -1.348845349 | 1 |
macdsignal_7
Real number (ℝ)
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.487992 |
| Minimum | 9.1788265 |
|---|---|
| Maximum | 11.600012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 9.1788265 |
|---|---|
| 5-th percentile | 9.3773894 |
| Q1 | 9.9361933 |
| median | 10.434161 |
| Q3 | 10.993201 |
| 95-th percentile | 11.58759 |
| Maximum | 11.600012 |
| Range | 2.4211853 |
| Interquartile range (IQR) | 1.0570076 |
Descriptive statistics
| Standard deviation | 0.80582076 |
|---|---|
| Coefficient of variation (CV) | 0.076832703 |
| Kurtosis | -0.8564184 |
| Mean | 10.487992 |
| Median Absolute Deviation (MAD) | 0.59604962 |
| Skewness | -0.08492324 |
| Sum | 104.87992 |
| Variance | 0.6493471 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 9.178826548 | 1 | |
| 9.823276307 | 1 | |
| 10.45391367 | 1 | |
| 10.41440833 | 1 | |
| 11.01537555 | 1 | |
| 11.57240671 | 1 | |
| 11.60001183 | 1 | |
| 10.92667727 | 1 | |
| 10.27494448 | 1 | |
| 9.62007722 | 1 |
| Value | Count | Frequency (%) |
| 9.178826548 | 1 | |
| 9.62007722 | 1 | |
| 9.823276307 | 1 | |
| 10.27494448 | 1 | |
| 10.41440833 | 1 | |
| 10.45391367 | 1 | |
| 10.92667727 | 1 | |
| 11.01537555 | 1 | |
| 11.57240671 | 1 | |
| 11.60001183 | 1 |
| Value | Count | Frequency (%) |
| 11.60001183 | 1 | |
| 11.57240671 | 1 | |
| 11.01537555 | 1 | |
| 10.92667727 | 1 | |
| 10.45391367 | 1 | |
| 10.41440833 | 1 | |
| 10.27494448 | 1 | |
| 9.823276307 | 1 | |
| 9.62007722 | 1 | |
| 9.178826548 | 1 |
macdhist_7
Real number (ℝ)
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -11.416916 |
| Minimum | -12.740895 |
|---|---|
| Maximum | -9.593748 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 10 |
| Negative (%) | 100.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -12.740895 |
|---|---|
| 5-th percentile | -12.667103 |
| Q1 | -12.205804 |
| median | -11.652514 |
| Q3 | -10.778402 |
| 95-th percentile | -9.8602783 |
| Maximum | -9.593748 |
| Range | 3.147147 |
| Interquartile range (IQR) | 1.4274024 |
Descriptive statistics
| Standard deviation | 1.0411153 |
|---|---|
| Coefficient of variation (CV) | -0.09119059 |
| Kurtosis | -0.74777497 |
| Mean | -11.416916 |
| Median Absolute Deviation (MAD) | 0.81805245 |
| Skewness | 0.43912179 |
| Sum | -114.16916 |
| Variance | 1.0839211 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| -9.593747991 | 1 | |
| -10.7209205 | 1 | |
| -11.58405134 | 1 | |
| -11.72097714 | 1 | |
| -12.3642209 | 1 | |
| -12.74089502 | 1 | |
| -12.57691248 | 1 | |
| -11.73055354 | 1 | |
| -10.95084516 | 1 | |
| -10.18603748 | 1 |
| Value | Count | Frequency (%) |
| -12.74089502 | 1 | |
| -12.57691248 | 1 | |
| -12.3642209 | 1 | |
| -11.73055354 | 1 | |
| -11.72097714 | 1 | |
| -11.58405134 | 1 | |
| -10.95084516 | 1 | |
| -10.7209205 | 1 | |
| -10.18603748 | 1 | |
| -9.593747991 | 1 |
| Value | Count | Frequency (%) |
| -9.593747991 | 1 | |
| -10.18603748 | 1 | |
| -10.7209205 | 1 | |
| -10.95084516 | 1 | |
| -11.58405134 | 1 | |
| -11.72097714 | 1 | |
| -11.73055354 | 1 | |
| -12.3642209 | 1 | |
| -12.57691248 | 1 | |
| -12.74089502 | 1 |
obv_7
Real number (ℝ)
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.10331377 |
| Minimum | 0.01253976 |
|---|---|
| Maximum | 0.50743402 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.01253976 |
|---|---|
| 5-th percentile | 0.014117447 |
| Q1 | 0.020950915 |
| median | 0.030536955 |
| Q3 | 0.13005896 |
| 95-th percentile | 0.35457085 |
| Maximum | 0.50743402 |
| Range | 0.49489426 |
| Interquartile range (IQR) | 0.10910804 |
Descriptive statistics
| Standard deviation | 0.15273461 |
|---|---|
| Coefficient of variation (CV) | 1.4783567 |
| Kurtosis | 6.4757983 |
| Mean | 0.10331377 |
| Median Absolute Deviation (MAD) | 0.01624421 |
| Skewness | 2.4574753 |
| Sum | 1.0331377 |
| Variance | 0.02332786 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0.0204996 | 1 | |
| 0.01604573 | 1 | |
| 0.02588938 | 1 | |
| 0.03518453 | 1 | |
| 0.50743402 | 1 | |
| 0.16773809 | 1 | |
| 0.07813467 | 1 | |
| 0.14736705 | 1 | |
| 0.02230486 | 1 | |
| 0.01253976 | 1 |
| Value | Count | Frequency (%) |
| 0.01253976 | 1 | |
| 0.01604573 | 1 | |
| 0.0204996 | 1 | |
| 0.02230486 | 1 | |
| 0.02588938 | 1 | |
| 0.03518453 | 1 | |
| 0.07813467 | 1 | |
| 0.14736705 | 1 | |
| 0.16773809 | 1 | |
| 0.50743402 | 1 |
| Value | Count | Frequency (%) |
| 0.50743402 | 1 | |
| 0.16773809 | 1 | |
| 0.14736705 | 1 | |
| 0.07813467 | 1 | |
| 0.03518453 | 1 | |
| 0.02588938 | 1 | |
| 0.02230486 | 1 | |
| 0.0204996 | 1 | |
| 0.01604573 | 1 | |
| 0.01253976 | 1 |
Interactions
Correlations
| close | low | macd_7 | macdhist_7 | macdsignal_7 | obv_7 | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | target | volume | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.000 | 0.000 | 0.000 | 0.387 | 0.158 | 0.299 | 0.000 | 0.000 | 0.000 | 0.158 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.158 | 1.000 |
| low | 0.000 | 1.000 | 0.354 | 0.612 | 0.612 | 0.000 | 0.000 | 0.204 | 0.000 | 0.000 | 0.791 | 1.000 | 0.000 | 0.354 | 0.000 | 0.204 | 0.000 | 1.000 |
| macd_7 | 0.000 | 0.354 | 1.000 | 0.733 | -0.685 | -0.721 | -0.114 | -0.127 | -0.177 | -0.031 | -0.241 | -0.188 | -0.648 | -0.188 | 0.706 | 0.567 | -0.721 | 0.188 |
| macdhist_7 | 0.000 | 0.612 | 0.733 | 1.000 | -0.976 | -0.903 | -0.038 | -0.127 | 0.152 | 0.472 | -0.537 | 0.224 | -0.976 | 0.224 | 0.485 | 0.175 | -0.903 | -0.224 |
| macdsignal_7 | 0.387 | 0.612 | -0.685 | -0.976 | 1.000 | 0.867 | 0.038 | 0.224 | -0.140 | -0.460 | 0.463 | -0.224 | 0.939 | -0.224 | -0.497 | -0.075 | 0.867 | 0.224 |
| obv_7 | 0.158 | 0.000 | -0.721 | -0.903 | 0.867 | 1.000 | -0.342 | 0.079 | -0.018 | -0.276 | 0.537 | -0.079 | 0.879 | -0.079 | -0.522 | -0.150 | 1.000 | 0.079 |
| open | 0.299 | 0.000 | -0.114 | -0.038 | 0.038 | -0.342 | 1.000 | -0.038 | -0.229 | -0.346 | -0.155 | -0.190 | 0.038 | -0.190 | -0.115 | -0.234 | -0.342 | 0.190 |
| rsi_14 | 0.000 | 0.204 | -0.127 | -0.127 | 0.224 | 0.079 | -0.038 | 1.000 | 0.738 | 0.472 | -0.401 | 0.673 | -0.018 | 0.673 | 0.166 | -0.411 | 0.079 | -0.673 |
| rsi_21 | 0.000 | 0.000 | -0.177 | 0.152 | -0.140 | -0.018 | -0.229 | 0.738 | 1.000 | 0.827 | -0.491 | 0.945 | -0.323 | 0.945 | 0.210 | -0.677 | -0.018 | -0.945 |
| rsi_60 | 0.000 | 0.000 | -0.031 | 0.472 | -0.460 | -0.276 | -0.346 | 0.472 | 0.827 | 1.000 | -0.475 | 0.828 | -0.595 | 0.828 | 0.230 | -0.461 | -0.276 | -0.828 |
| rsi_7 | 0.158 | 0.791 | -0.241 | -0.537 | 0.463 | 0.537 | -0.155 | -0.401 | -0.491 | -0.475 | 1.000 | -0.648 | 0.673 | -0.648 | -0.038 | 0.260 | 0.537 | 0.648 |
| sma_14 | 1.000 | 1.000 | -0.188 | 0.224 | -0.224 | -0.079 | -0.190 | 0.673 | 0.945 | 0.828 | -0.648 | 1.000 | -0.394 | 1.000 | 0.092 | -0.729 | -0.079 | -1.000 |
| sma_21 | 0.000 | 0.000 | -0.648 | -0.976 | 0.939 | 0.879 | 0.038 | -0.018 | -0.323 | -0.595 | 0.673 | -0.394 | 1.000 | -0.394 | -0.460 | -0.044 | 0.879 | 0.394 |
| sma_60 | 0.000 | 0.354 | -0.188 | 0.224 | -0.224 | -0.079 | -0.190 | 0.673 | 0.945 | 0.828 | -0.648 | 1.000 | -0.394 | 1.000 | 0.092 | -0.729 | -0.079 | -1.000 |
| sma_7 | 0.000 | 0.000 | 0.706 | 0.485 | -0.497 | -0.522 | -0.115 | 0.166 | 0.210 | 0.230 | -0.038 | 0.092 | -0.460 | 0.092 | 1.000 | 0.063 | -0.522 | -0.092 |
| target | 0.000 | 0.204 | 0.567 | 0.175 | -0.075 | -0.150 | -0.234 | -0.411 | -0.677 | -0.461 | 0.260 | -0.729 | -0.044 | -0.729 | 0.063 | 1.000 | -0.150 | 0.729 |
| volume | 0.158 | 0.000 | -0.721 | -0.903 | 0.867 | 1.000 | -0.342 | 0.079 | -0.018 | -0.276 | 0.537 | -0.079 | 0.879 | -0.079 | -0.522 | -0.150 | 1.000 | 0.079 |
| window_start_ms | 1.000 | 1.000 | 0.188 | -0.224 | 0.224 | 0.079 | 0.190 | -0.673 | -0.945 | -0.828 | 0.648 | -1.000 | 0.394 | -1.000 | -0.092 | 0.729 | 0.079 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| window_start_ms | open | high | low | close | target | volume | sma_7 | sma_14 | sma_21 | sma_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv_7 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1746685620000 | 1746685620000 | 98830.20 | 98830.30 | 98830.20 | 98830.30 | 98830.30 | 0.02 | 98839.03 | 98848.54 | 98837.72 | 98833.78 | 0.65 | 28.61 | 68.29 | 50.61 | -0.41 | 9.18 | -9.59 | 0.02 |
| 1746685680000 | 1746685680000 | 98830.30 | 98830.30 | 98830.20 | 98830.20 | 98830.20 | 0.02 | 98834.63 | 98846.41 | 98839.16 | 98833.43 | 0.32 | 28.36 | 61.69 | 46.50 | -0.90 | 9.82 | -10.72 | 0.02 |
| 1746685740000 | 1746685740000 | 98830.30 | 98830.30 | 98830.20 | 98830.20 | 98830.30 | 0.03 | 98830.23 | 98844.28 | 98840.60 | 98832.93 | 0.32 | 28.41 | 61.69 | 44.93 | -1.13 | 10.45 | -11.58 | 0.03 |
| 1746685800000 | 1746685800000 | 98830.30 | 98830.30 | 98830.20 | 98830.20 | 98830.20 | 0.04 | 98830.21 | 98842.08 | 98841.99 | 98832.43 | 33.33 | 27.35 | 61.42 | 44.91 | -1.31 | 10.41 | -11.72 | 0.04 |
| 1746685860000 | 1746685860000 | 98830.20 | 98830.30 | 98830.20 | 98830.30 | 98830.30 | 0.51 | 98830.23 | 98839.89 | 98843.39 | 98831.94 | 66.67 | 27.46 | 61.45 | 44.95 | -1.35 | 11.02 | -12.36 | 0.51 |
| 1746685920000 | 1746685920000 | 98830.30 | 98830.30 | 98830.20 | 98830.30 | 98830.20 | 0.17 | 98830.24 | 98837.70 | 98844.79 | 98831.43 | 66.67 | 27.50 | 61.45 | 44.74 | -1.17 | 11.57 | -12.74 | 0.17 |
| 1746685980000 | 1746685980000 | 98830.30 | 98830.30 | 98830.20 | 98830.20 | 98847.30 | 0.08 | 98830.24 | 98836.82 | 98843.85 | 98830.92 | 50.00 | 37.63 | 37.61 | 44.74 | -0.98 | 11.60 | -12.58 | 0.08 |
| 1746686040000 | 1746686040000 | 98830.20 | 98830.30 | 98830.20 | 98830.30 | 98850.00 | 0.15 | 98830.24 | 98834.64 | 98842.44 | 98830.41 | 50.00 | 1.27 | 28.74 | 44.74 | -0.80 | 10.93 | -11.73 | 0.15 |
| 1746686100000 | 1746686100000 | 98830.30 | 98830.30 | 98830.20 | 98830.20 | 98849.90 | 0.02 | 98830.24 | 98832.44 | 98841.02 | 98829.89 | 50.00 | 0.96 | 28.49 | 44.73 | -0.68 | 10.27 | -10.95 | 0.02 |
| 1746686160000 | 1746686160000 | 98830.30 | 98830.30 | 98830.30 | 98830.30 | 98850.00 | 0.01 | 98830.26 | 98830.24 | 98839.60 | 98829.38 | 60.00 | 1.27 | 28.63 | 44.74 | -0.57 | 9.62 | -10.19 | 0.01 |
| window_start_ms | open | high | low | close | target | volume | sma_7 | sma_14 | sma_21 | sma_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv_7 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1746685620000 | 1746685620000 | 98830.20 | 98830.30 | 98830.20 | 98830.30 | 98830.30 | 0.02 | 98839.03 | 98848.54 | 98837.72 | 98833.78 | 0.65 | 28.61 | 68.29 | 50.61 | -0.41 | 9.18 | -9.59 | 0.02 |
| 1746685680000 | 1746685680000 | 98830.30 | 98830.30 | 98830.20 | 98830.20 | 98830.20 | 0.02 | 98834.63 | 98846.41 | 98839.16 | 98833.43 | 0.32 | 28.36 | 61.69 | 46.50 | -0.90 | 9.82 | -10.72 | 0.02 |
| 1746685740000 | 1746685740000 | 98830.30 | 98830.30 | 98830.20 | 98830.20 | 98830.30 | 0.03 | 98830.23 | 98844.28 | 98840.60 | 98832.93 | 0.32 | 28.41 | 61.69 | 44.93 | -1.13 | 10.45 | -11.58 | 0.03 |
| 1746685800000 | 1746685800000 | 98830.30 | 98830.30 | 98830.20 | 98830.20 | 98830.20 | 0.04 | 98830.21 | 98842.08 | 98841.99 | 98832.43 | 33.33 | 27.35 | 61.42 | 44.91 | -1.31 | 10.41 | -11.72 | 0.04 |
| 1746685860000 | 1746685860000 | 98830.20 | 98830.30 | 98830.20 | 98830.30 | 98830.30 | 0.51 | 98830.23 | 98839.89 | 98843.39 | 98831.94 | 66.67 | 27.46 | 61.45 | 44.95 | -1.35 | 11.02 | -12.36 | 0.51 |
| 1746685920000 | 1746685920000 | 98830.30 | 98830.30 | 98830.20 | 98830.30 | 98830.20 | 0.17 | 98830.24 | 98837.70 | 98844.79 | 98831.43 | 66.67 | 27.50 | 61.45 | 44.74 | -1.17 | 11.57 | -12.74 | 0.17 |
| 1746685980000 | 1746685980000 | 98830.30 | 98830.30 | 98830.20 | 98830.20 | 98847.30 | 0.08 | 98830.24 | 98836.82 | 98843.85 | 98830.92 | 50.00 | 37.63 | 37.61 | 44.74 | -0.98 | 11.60 | -12.58 | 0.08 |
| 1746686040000 | 1746686040000 | 98830.20 | 98830.30 | 98830.20 | 98830.30 | 98850.00 | 0.15 | 98830.24 | 98834.64 | 98842.44 | 98830.41 | 50.00 | 1.27 | 28.74 | 44.74 | -0.80 | 10.93 | -11.73 | 0.15 |
| 1746686100000 | 1746686100000 | 98830.30 | 98830.30 | 98830.20 | 98830.20 | 98849.90 | 0.02 | 98830.24 | 98832.44 | 98841.02 | 98829.89 | 50.00 | 0.96 | 28.49 | 44.73 | -0.68 | 10.27 | -10.95 | 0.02 |
| 1746686160000 | 1746686160000 | 98830.30 | 98830.30 | 98830.30 | 98830.30 | 98850.00 | 0.01 | 98830.26 | 98830.24 | 98839.60 | 98829.38 | 60.00 | 1.27 | 28.63 | 44.74 | -0.57 | 9.62 | -10.19 | 0.01 |